• 제목/요약/키워드: Randomized Response

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Review On Current Issues Of The Unrelated Randomized Response Technique

  • 최경호
    • Journal of the Korean Data and Information Science Society
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    • 제13권1호
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    • pp.79-86
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    • 2002
  • Recently, it is shown that the unrelated quest ion randomized response models proposed by Moors (1971), Folsom et al.(1973), Greenberg et al.(1971) are in capable of protecting the privacy of the respondent. Thus, in this paper, we review recent days research tendency. Also modification model of Mahmood et al.(1998) is proposed, and we show th at this model is more efficient than Greenberg et al.(1969). Furthermore we treat the privacy protection based on Lanke's (1975) risk of suspicion measure.

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Modified Nayak's Randomized Response Model

  • Lee, Gi-Sung;Hong, Ki-Hak
    • Communications for Statistical Applications and Methods
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    • 제6권1호
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    • pp.117-130
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    • 1999
  • Nayak(1994) suggested a combined randomized response model that combined the Warner's model and greenberg et al.'s model. In this paper we extend Nayak's model to two sample case of including unknown unrelated character also propose some combined models such W-M model and G-M model that modify the Nayak's model. We suggest the efficiency conditions of our models for Nayak's model, also find the efficiency condition of G-M model for the W-M model.

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Warner의 확률화 응답모형의 한 변형에 관하여 (On a Modification of Warner's Randomized Response Model)

  • 김혁주
    • 품질경영학회지
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    • 제16권1호
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    • pp.49-58
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    • 1988
  • When a question in a sample survey is sensitive or highly personal, respondents may prefer not to give truthful answers. To eliminate the resulting evasive answer bias Warner suggested a randomized response model. In this paper, a modification of Warner's method is presented and compared with Warner's method. The relation between this modified method and an unrelated question method is also discussed.

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The calibration for stratified randomized response model

  • Son, Chang-Kyoon;Hong, Ki-Hak;Lee, Gi-Sung
    • 한국통계학회:학술대회논문집
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    • 한국통계학회 2005년도 추계 학술발표회 논문집
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    • pp.85-90
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    • 2005
  • This paper proposes the calibration procedure for stratified Warner's randomized response model, which suggested by Kim and Warde (2004). It is shown that the proposed calibration estimator is more efficient than the Kim and Warde's model.

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The Calibration for Stratified Randomized Response Estimators

  • Son, Chang-Kyoon;Hong, Ki-Hak;Lee, Gi-Sung;Kim, Jong-Min
    • Communications for Statistical Applications and Methods
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    • 제15권4호
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    • pp.597-603
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    • 2008
  • In this paper, we propose the calibration procedure for the valiance reduction of the stratified Warner's randomized response estimators, which suggested by Hong et al. (1994) and Kim and Warde (2004), using auxiliary information at the population level. It is shown that the proposed calibration estimators are more efficient than the ordinary Warner's estimators.

아로마테라피가 생리통이 있는 여대생의 월경 중 스트레스 반응에 미치는 효과 (Effects of Aromatherapy on the Stress Response of College Women with Dysmenorrhea during Menstruation)

  • 한선희;허명행;강지연
    • 대한간호학회지
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    • 제32권3호
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    • pp.317-326
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    • 2002
  • The purpose of this study was to verify the effect of aromatherapy on the stress response in menstrual period. Method: A randomized, single-blind, pretest- posttest design was used. The study subjects were 60 college women with dysmenorrhea and they were randomized into 3 groups, experimental, 1st control(placebo) and 2nd control group. The researchers massaged treatment oil(3% dilution essential oil of Lavender, Clary sage and Rose) into the abdomen of experimental group. The placebo group used almond oil(carrier oil) instead, and the 2nd control group did not give any treatment. Baseline data including pre-treatment stress response score were obtained on the first day of usual period. Aromatherapy provided for about 7 days until the next cycle began. Post-treatment stress responses were measured by 94 item SOS(symptom of stress) scale on the first day of the cycle. Results: As a results, the stress response score of experimental group was significantly lower than two control groups. And there was no significant difference in stress responses of two control groups. Conclusion: The results show aromatherapy using selected essential oils to be an effective intervention for stress response during menstruation.

층화이중추출을 이용한 결합 확률화응답기법 (A Combined Randomized Response Technique Using Stratified Two-Phase Sampling)

  • 홍기학
    • 응용통계연구
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    • 제17권2호
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    • pp.303-310
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    • 2004
  • 본 연구에서는 민감한 모집단에 대한 자료수집 방법으로 직접 질문 방법 인 Black-Box 방법과 간접 질문 방법인 확률화응답기법(RRT)의 결합적 방법을 제시하였고, 층화이중추출방법을 이용하여 모수를 추정하였다. 또한, 주어진 추정량의 효율성을 Mangat과 Singh 추정량과 비교 분석하였다.

A NOTE ON PROTECTION OF PRIVACY IN RANDOMIZED RESPONSE DEVICES

  • SAHA AMITAVA
    • Journal of the Korean Statistical Society
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    • 제34권4호
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    • pp.297-309
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    • 2005
  • We consider 'efficiency versus privacy-protection' problem concerned with several well-known randomized response (RR) devices to estimate pro­portion of people bearing a stigmatizing characteristic in a community. The literature of RR on respondent's privacy protection discusses only about response specific jeopardy measures. We propose a measure of jeopardy that is independent of the RR offered by the interviewee and recommend it for using as a technical characteristic of the RR device. For ensuring better cooperation from the interviewees this new measure that depends only on the design parameters of the RR devices may be disclosed to the respondents before producing the RR by implementing the randomization device.

Markov Chain Monte Carol estimation in Two Successive Occasion Sampling with Radomized Response Model

  • Lee, Kay-O
    • Communications for Statistical Applications and Methods
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    • 제7권1호
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    • pp.211-224
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    • 2000
  • The Bayes estimation of the proportion in successive occasions sampling with randomized response model is discussed by means of Acceptance Rejection sampling. Bayesian estimation of transition probabilities in two successive occasions is suggested via Markov Chain Monte Carlo algorithm and its applicability is represented in a numerical example.

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